ACL-QL: Adaptive Conservative Level in Q-Learning for Offline Reinforcement Learning

Kun Wu, Yinuo Zhao, Zhiyuan Xu +5

Offline Reinforcement Learning (RL), which operates solely on static datasets without further interactions with the environment, provides an appealing alternative to learning a saf…